The CATER Initiative Cost-Effective Appropriate Technologies for Emerging Regions - PowerPoint PPT Presentation

About This Presentation
Title:

The CATER Initiative Cost-Effective Appropriate Technologies for Emerging Regions

Description:

Title: WiLDNet Last modified by: Valued Acer Customer Created Date: 1/1/1601 12:00:00 AM Document presentation format: On-screen Show (4:3) Other titles – PowerPoint PPT presentation

Number of Views:88
Avg rating:3.0/5.0
Slides: 45
Provided by: coursesCs71
Category:

less

Transcript and Presenter's Notes

Title: The CATER Initiative Cost-Effective Appropriate Technologies for Emerging Regions


1
The CATER InitiativeCost-Effective Appropriate
Technologies for Emerging Regions
  • Lakshminarayanan Subramanian
  • Courant Institute of Mathematical Sciences
  • New York University
  • A joint effort with researchers from Courant
    Institute, NYU School of Medicine, NYU Wagner
    School of Public Policy

2
The CATER Lab
  • Mission
  • Develop low-cost and appropriate Information and
  • Communication Technologies (ICT) for improving
    essential
  • services in developing regions around the world
  • Focus Application Areas
  • Communications
  • Healthcare
  • Micro-finance
  • Education

3
The CATER team
  • Healthcare and Medical Education
  • Mary Ann Hopkins
  • Brian Levine
  • Technology
  • NYU
  • Lakshmi Subramanian
  • Jinyang Li
  • Yann Lecun
  • External collaborators
  • Eric Brewer(Berkeley)
  • Tapan Parikh(Berkeley)
  • Micro-finance
  • Jonathan Morduch
  • Tapan Parikh
  • Developmental Economics
  • Yaw Nyarko

4
Why ICTD Research?
  • Development Theories
  • Sachs Give Aid
  • Easterly 50 trillion nothing much to show
  • Prahlad Bottom of the pyramid
  • Empower Rural Markets (Amartya Sen)
  • 3-4 billion people with per-capita lt
    US2,000/year
  • Could swell to 6-8 billion over the next 25 years
  • Most live in rural villages or urban slums and
    shanty townsmovement towards urbanization
  • Hard to reach, disorganized, and local markets

5
ICT A Big Missing Piece
  • Communications
  • Awareness, access to external world, phone calls
  • Healthcare
  • Where there is No Doctor? Rural healthcare
    system
  • Telemedicine/consultation
  • Continuing Medical Education for Health-workers
  • Low-cost diagnostic tools
  • Finance
  • Microfinance audit, insurance schemes
  • Education
  • Educational modules, distance learning
  • Others
  • Agriculture, Commerce, Supply chain and
    E-governance

6
Network connectivity is key!
  • Traditional wire-line connectivity solutions are
    not economically viable!
  • Potential options
  • Develop new low-cost connectivity solution!
  • Leverage existing low-bandwidth wireless
    solutions
  • Cellular, Satellite, CDMA450, WiMax
  • Intermittent links are a fact of life
  • Budget constrained links
  • SMS
  • Power outages
  • Physical transportation links

6
7
Connectivity options
Type of Network Connectivity
High b/w (5-10 Mbps) WiLDNet
Low b/w (10-80 Kbps) GPRS, Satellite, CDMA, WiMax
Intermittent Low b/w Usage constraint SMS
Intermittent High delay Bus, Postal network
Telemedicine, Distance Learning, Education, Video
Teleconsultation, IP Telephony, Web and Cellphone
based services
Cell-phone Services for Finance Supply
Chain Health care
Rural Cafes Rural ATMs Bulk content Distribution
8
Focus Areas
  • High bandwidth low-cost connectivity
  • WiRE architecute An alternative to Cellular
  • WiLDNet Wifi-based Long Distance Networks
  • Multi-Radio Mesh networks
  • Extending the Web to Rural Areas
  • Rural Café Web Access over Intermittent Networks
  • SMS Find SMS Search
  • Contextual Search Portals
  • Intermittent Mobile Applications
  • Cell phone based Medical Records
  • SmartTrack Drug Tracking System
  • ATMosphere Intermittent Rural ATMs

9
Need for Economic viability
  • Challenges
  • Low user densities
  • Low purchasing power
  • Satellite
  • 15K installation 3K per month /Mbps
  • Cellular/ WiMax
  • High Opex. 5-25 cents/min
  • Wireline solutions
  • Non starter

10
Need a new connectivity solution
Operational Expenditure is very high for
Cellular/WiMax Fiber/WiMax is the least
economically viable
11
WiRE Architecture
12
Architectural components
  • Point-to-point WiLDNet links
  • Point-to-multipoint distribution links
  • Multi-radio mesh links
  • A large local cache at each node
  • Mobile devices as end-points
  • Why? 40 rural users own a cellphone in
    Africa!!!

13
Challenges
  • Physical layer
  • Steerable antennas, better radios, 802.11n?
  • MAC layer
  • Unified MAC
  • Network layer
  • Naming, Addressing, QoS, routing
  • Robustness
  • Power, maintenance
  • Application layer
  • Security, End-to-end performance

14
Overall vision
  • WiRE architecture a replacement to the cellular
    architecture
  • Significantly lower cost
  • Much higher bandwidth
  • Focused coverage
  • Significantly lower power
  • Intermittent operations
  • Economically viable!

15
WiFi-based Long Distance Networks
  • WiLD links use standard 802.11 radios
  • Longer range up to 150km
  • Directional antennas (24dBi)
  • Line of Sight (LOS)
  • Why choose WiFi
  • Low cost of 500/node
  • Volume manufacturing
  • No spectrum costs
  • Customizable using open-source drivers
  • Good datarates
  • 11Mbps (11b), 54Mbps (11g)

16
AirJaldi Network
  • Tibetan Community
  • WiLD links APs
  • Links 10 40 Kms
  • Achieve 4 5 Mbps
  • VoIP Internet
  • 10,000 users

17
Aravind Eye Hospital Network
  • South India
  • Tele-ophthalmology
  • All WiLD links
  • Links 1 15 Kms long
  • Achieve 4 5 Mbps
  • Video-conferencing
  • 3000 consultations/month

18
New World Record 382 Kms Pico El Aguila,
Venezuela Elev 4200 meters
19
Overall Impact
  • Both networks financially sustainable
  • 50000 patients/year being scaled to 500000
    patients/year
  • Over 3000 thousand patients have recovered sight

20
Multi-radio Mesh Networks
  • Goal Can we improve wireless throughput using
    multi-radio mesh networks?
  • Challenges
  • Radio separation constraints
  • Nodes are very small
  • Solving routing and channel assignment together
  • Intra-path interference
  • Channel losses and highly fluctuating link
    behavior
  • Distributed operation

21
Our multi-radio node
  • Small nodes
  • Highly varying link qualities

22
Key Idea
23
Our Indoor Testbed
  • NSC Geode Processors, 128MB RAM, 1GB Flash
  • Implemented on the Click Modular Router
  • Patched Madwifi 0.9.3.3

24
Focus Areas
  • High bandwidth low-cost connectivity
  • WiRE architecute An alternative to Cellular
  • WiLDNet Wifi-based Long Distance Networks
  • Multi-Radio Mesh networks
  • Extending the Web to Rural Areas
  • Rural Café Web Access over Intermittent Networks
  • SMS Find SMS Search
  • Contextual Search Portals
  • Intermittent Mobile Applications
  • Cell phone based Medical Records
  • SmartTrack Drug Tracking System
  • ATMosphere Intermittent Rural ATMs

25
Rural Cafes
  • We Search over intermittent links?
  • A typical search today involves 4-8 queries!
  • Can we do web search in one round?
  • An Intermittent proxy based solution
  • Change the query interface
  • Specify all that you know about what you are
    searching for
  • Intermittent proxy issues multiple queries,
    prefetches and bundles response pages
  • Local proxy enables search within retrieved
    bundle
  • Under deployment in Amrita University, India

26
RuralCafe Basic Idea
Local Area Network
Internet
Intermittent Link
Remote Proxy
Local Proxy
Web Servers
Clients
27
RuralCafe Search Interface
28
SMSFind
  • SMS based Contextual Web Search
  • Google SMS ,Yahoo Onesearch restricted to fixed
    contexts
  • SMSFind features
  • 140 byte useful information extraction engine
  • Contextual extractors
  • Works for arbitrary contexts

29
Contextual Search Portals
  • How do we setup malaria.google.com?
  • A portal to search all information about malaria!
  • Uses of Contextual Portals
  • Offline web search
  • Packing the Relevant Web in a Hard Disk
  • Health portals
  • Rethinking page-rank within a context?

30
Focus Areas
  • High bandwidth low-cost connectivity
  • WiRE architecute An alternative to Cellular
  • WiLDNet Wifi-based Long Distance Networks
  • Multi-Radio Mesh networks
  • Extending the Web to Rural Areas
  • Rural Café Web Access over Intermittent Networks
  • SMS Find SMS Search
  • Contextual Search Portals
  • Intermittent Mobile Applications
  • Cell phone based Medical Records
  • SmartTrack Drug Tracking System
  • ATMosphere Intermittent Rural ATMs

31
Cellphone explosion!
  • 50-80 coverage in many parts of Africa
  • 100 million subscribers in India, 200 million in
    China and growing at 20
  • Grameen Phone model
  • Use a SIM and not a cellphone!
  • Calling rates are still incredibly high in Africa!

32
Lightweight Mobile Databases
  • Need for Tele-consultation
  • Where there is No Doctor?
  • Health-workers in the field use cell-phones to
    enter health records
  • Need a distributed database synchronization/search
    mechanism which works over SMS-links
  • Lightweight Cell-phone based medical record
    system
  • Example CD4 History DB for AIDS patients
  • Constrained Databases (fieldsqueries)
  • Semantic Compression of DB records
  • Records are SMS-updatable
  • Privacy Security Challenges

33
SmartTrack
  • Two big problems with ARV Therapy Programs
  • Drug theft and counterfeit drugs
  • Patient adherence
  • SmartTrack
  • Use Cell phones to track flow of drugs
  • Tag medication bottles with Smart Tags
  • Patients report consumption using SMS
  • User Interface Challenges
  • User Studies Initial testing in Ghana, South
    Africa

34
Cell-phone based Microfinance
  • Pitfalls of Existing Microfinance Models
  • High transaction costs
  • Corruption
  • The Branchless Banking Model
  • Use programmable cell-phones to authenticate
    transactions
  • Outsource loan recollection to shop-keepers
  • Provide SIM cards to shopkeepers and loan-takers
  • Secure repayment receipts using SMS
  • Benefits Reduce transaction costs and corruption

35
ATMosphere
  • Rural ATMs over mobile SMS
  • ATMosphere
  • Offline authentication
  • Redistribution of balances
  • Cash availability
  • Minimal risk of cheating/overdraft
  • Results from Uganda model
  • 99 cash availability
  • Usage costs of 18 cents/user/year
  • Up to 10 cash availability in offline mode

36
Questions?
  • Thank you!

37
Distance to Clinic
38
Literacy
39
Need translators
40
Age distribution
41
Challenges
  • Prohibitive cost of smartphones
  • Limited data communication infrastructure
  • Cost of communication
  • Language
  • Illiteracy

42
  • Motivation
  • Maintaining accountability in the supply chain
  • Tracking patient adherence and symptoms
  • Cellphones as a healthcare platform

43
Deployment
44
Results
  • Elimination of intra-path interference leads to
    multi-hop throughputs comparable with single-hop
    throughputs
  • Having multiple gateways greatly improves spatial
    frequency reuse, leading to high overall
    throughput
  • Load and short-time-scale link variance is very
    important to consider when evaluating a link
  • Routes and channels are stable, under ROMA
Write a Comment
User Comments (0)
About PowerShow.com